Vision-Based Traffic Accident Detection and Anticipation: A Survey

Vision-Based Traffic Accident Detection and Anticipation: A Survey

30 August 2023

Jianwu Fang

Jianru Xue

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Papers citing "Vision-Based Traffic Accident Detection and Anticipation: A Survey"

13 / 13 papers shown

Title
ROAR: Robust Accident Recognition and Anticipation for Autonomous Driving Xingcheng Liu Yanchen Guan Haicheng Liao Zhengbing He Zhenning Li 124 0 0 09 Nov 2025
Accident Anticipation via Temporal Occurrence Prediction Tianhao Zhao Yiyang Zou Zihao Mao Peilun Xiao Yulin Huang Hongda Yang Yuxuan Li Qun Li Guobin Wu Yutian Lin 67 0 0 25 Oct 2025
Investigating Traffic Accident Detection Using Multimodal Large Language Models Ilhan Skender Kailin Tong Selim Solmaz Daniel Watzenig 89 1 0 23 Sep 2025
MsFIN: Multi-scale Feature Interaction Network for Traffic Accident Anticipation Tongshuai Wu Chao Lu Ze Song Yunlong Lin Sizhe Fan Xuemei Chen 68 0 0 23 Sep 2025
STAGNet: A Spatio-Temporal Graph and LSTM Framework for Accident Anticipation Vipooshan Vipulananthan Kumudu Mohottala Kavindu Chinthana Nimsara Paramulla Charith D Chitraranjan 44 0 0 21 Aug 2025
SafePLUG: Empowering Multimodal LLMs with Pixel-Level Insight and Temporal Grounding for Traffic Accident Understanding Zihao Sheng Zilin Huang Yansong Qu Yansong Qu Yuhao Luo Yen-Jung Chen Yue Leng Sikai Chen MLLM 213 2 0 09 Aug 2025
Deep Learning Advances in Vision-Based Traffic Accident Anticipation: A Comprehensive Review of Methods, Datasets, and Future Directions Ruonan Lin Tao Tang Y. Liu Wenye Zhou Xin Yang Hao Zheng Jianpu Lin Yi Zhang 241 2 0 12 May 2025
EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis Jianwu Fang Lei-lei Li Zhedong Zheng Hongkai Yu Jianru Xue Zhengguo Li Tat-Seng Chua 177 0 0 16 Mar 2025
Towards Vision Zero: The TUM Traffic Accid3nD Dataset Walter Zimmer Ross Greer Daniel Lehmberg Marc Pavel Holger Caesar ... Mohan M. Trivedi Rui Song Hu Cao Akshay Gopalkrishnan Alois C. Knoll 218 0 0 15 Mar 2025
Enhancing Highway Safety: Accident Detection on the A9 Test Stretch Using Roadside Sensors Walter Zimmer Ross Greer Xingcheng Zhou Rui Song Marc Pavel Daniel Lehmberg Ahmed Ghita Akshay Gopalkrishnan Mohan M. Trivedi Alois C. Knoll 610 1 0 01 Feb 2025
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against CorruptionsAAAI Conference on Artificial Intelligence (AAAI), 2024 Jingyu Zhang Yilei Wang Lang Qian Yang Liu Zengwen Li Sudong Jiang Maolin Liu Liang Song 356 3 0 14 Dec 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu Lei Wang Arjun Raj Tom Gedeon Chen Chen 254 38 0 07 Feb 2024
Smart City Transportation: Deep Learning Ensemble Approach for Traffic Accident Detection Victor A. Adewopo Nelly Elsayed 257 43 0 16 Oct 2023